RECENT RESEARCH

DESIGN OF PRODUCTS WITH HIGH-EMOTIONAL VALUE
UNIFICATION OF STYLISTIC FORM AND FUNCTION
FINDING DESIGN ANALOGIES
DESIGN TEAM CONVERGENCE
PROBLEM SOLVING PERFORMANCE
OPTIMIZATION FOR RENEWABLE ENERGY
NEURO MAPPING AND UTILITY THEORY FOR DECISION MAKING
MULTI-SCALE BIOLOGY BASED DESIGN
CONSUMER PREFERENCE MODELING

 

 

PAST RESEARCH

COMBINATORY ADAPTIVE OPTIMIZATION WITH MULTI-AGENT SYSTEMS
QUANTIFYING AESTHETIC FORM PREFERENCE AND DESIGN GENERATION
DESIGN & ORGANIZATION
CREATING CULTURAL IDENTITIES
DESIGN LANGUAGES IN CULTURAL SYSTEMS
INTELLIGENT 3D SYSTEMS
HARLEY SHAPE GRAMMAR
MEMS
A-DESIGN
COFFEE MAKER GRAMMAR
DISCRETE STRUCTURES
 


 

 

 

 

AUTOMATED DESIGN OF INNOVATIVE STRUCTURAL LANGUAGES BY SHAPE ANNEALING

OBJECTIVE
The goal of this work is the development of a computational method and tool for structural design that enhances designer creativity and knowledge through the generation of languages of innovative structures that embody multiple design goals.

TECHNICAL APPROACH
shape annealing -a generative approach that combines a grammatical representation and design generation control through stochastic optimization using simulated annealing.

KEY FEATURES
lateral exploration of design concepts (not deterministic structural optimization)
languages of innovative designs for classes of structures consisting of multiple designs of similar quality with different styles
multi-objective optimization for structural design using the goals of efficiency, economy, elegance and function

APPLICATIONS
Planar trusses
geodesic like domes

APPLICATIONS IN THE WORKS
Tensegrity structures frames

SELECTED PAPERS
Shea, K., and J. Cagan, "The Design of Novel Roof Trusses: Comparing Shape Annealing to Designers", submitted to: ASME Design Theory and Methodology Conference, 1997.
Shea, K., and J. Cagan, "Innovative Dome Design: Applying Geodesic Patterns with Shape Annealing", accepted for publication in: Artificial Intelligence for Engineering Design, Analysis, and Manufacturing, 1996.
Shea, K., J. Cagan, and S.J. Fenves, "A Shape Annealing Approach to Optimal Truss Design with Dynamic Grouping of Members," accepted for publication in: ASME Journal of Mechanical Design, 1996.




 

© 2013 Jonathan Cagan, Carnegie Mellon